作者位次 #4/7ACL 2026Poster· Natural Language Processing
METER : Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models
Pengfeng Li · Chen Huang · Chaoqun Hao · Hongyao Chen · Xiao-Yong Wei · Wenqiang Lei · See-Kiong Ng
摘要
Contextual causal reasoning is a critical yet challenging capability for Large Language Models (LLMs). Existing benchmarks, however, often evaluate this skill in fragmented settings, failing to ensure context consistency or cover the full causal hierarchy. To address this, we pioneer METER to sys...